Digital Commons Network^™

Role And Use Of Race In Artificial Intelligence And Machine Learning Models Related To Health, Martin C Were, Ang Li, Bradley A Malin, Zhijun Yin, Joseph R Coco, Benjamin X Collins, Ellen Wright Clayton, Laurie L Novak, Rachele Hendricks-Sturrup, Abiodun O Oluyomi, Shilo Anders, Chao Yan

Faculty, Staff and Students Publications

The role and use of race within health-related artificial intelligence (AI) and machine learning (ML) models have sparked increasing attention and controversy. Despite the complexity and breadth of related issues, a robust and holistic framework to guide stakeholders in their examination and resolution remains lacking. This perspective provides a broad-based, systematic, and crosscutting landscape analysis of race-related challenges, structured around the AI and ML life cycle and framed through "points to consider" to support inquiry and decision-making.

Single-Cell Transcriptomics Reveals Biomarker Heterogeneity Linked To Cdk4/6 Inhibitor Resistance In Breast Cancer Cell Lines, Ilenia Migliaccio, Martina Bonechi, Dario Romagnoli, Giulia Boccalini, Francesca Galardi, Cristina Guarducci, Agostina Nardone, Rachel Schiff, Laura Biganzoli, Luca Malorni, Matteo Benelli

Faculty, Staff and Students Publications

Cyclin dependent kinases 4 and 6 inhibitors have brought great improvements in the treatment of luminal breast cancer, but resistance is a major clinical hurdle. Multiple biomarkers of resistance have been proposed, but none is currently utilized in clinical practice. By performing single-cell RNA sequencing of seven palbociclib-naïve luminal breast cancer cell lines and palbociclib-resistant derivatives, we show that established biomarkers and pathways related to CDK4/6i resistance present marked intra- and inter- cell-line heterogeneity. Transcriptional features of resistance could be already observed in naïve cells correlating with levels of sensitivity (IC50) to palbociclib. Resistant derivatives showed transcriptional clusters that significantly …

Respiratory Failure In Patients With Intracerebral Hemorrhage And Intraventricular Hemorrhage Extension: A Retrospective Study, Min Cheol Chang, Michael Y Lee, Sang Gyu Kwak, Ah Young Lee

Faculty, Staff and Students Publications

Background/Objectives: This study aimed to identify the risk factors for respiratory failure in patients with intracerebral hemorrhage (ICH) accompanied by intraventricular hemorrhage (IVH) extension.

Methods: We retrospectively included 208 patients with ICH accompanied by IVH extension. Respiratory failure was defined as carbon dioxide levels > 45 mmHg with a pH < 7.35 in arterial blood gas analysis (ABGA) or the application of a ventilator due to respiratory dysfunction. We measured the severity of IVH extension using the Graeb scale, and ICH volume was assessed for each patient.

Results: Of the 208 included patients, 83 had respiratory failure. There were no significant differences in age, sex ratio, or Graeb scale score between patients with and without respiratory failure (p > 0.05). However, ICH volume was significantly larger in patients with respiratory failure (42.0 ± 42.5 mL) than …

Using Vizient Database For Benchmarking Pulmonary Resection Outcomes, Anuj Shah, Duc T Nguyen, Swetha Mulpur, Sayali Kelkar, Ray K Chihara, Warren Naselsky, Edward A Graviss, Min P Kim

Faculty, Staff and Students Publications

Background: Benchmarking pulmonary resection outcomes is critical for the evaluation of hospital performance and enhancing the quality of patient care. Both the American College of Surgeons National Surgical Quality Improvement Program (NSQIP) and Society of Thoracic Surgeons General Thoracic Surgical Database (GTSD) provide outcomes after lung resection, but each database had its own limitations. We aimed to determine whether the Vizient database can be used to benchmark lung resection outcomes.

Methods: We performed a retrospective cohort analysis of pulmonary resection cases at a single institution using the Vizient dashboard and GTSD. We examined whether all pulmonary resections were captured and …

Impact Of Resources And Structure On Scholarly Productivity In Pediatric Critical Care Fellowship, Andrew G Smith, Danny Castro, Caroline Andy, Angela S Czaja, Donald L Boyer, Erika L Abramson, Pnina Weiss, Richard B Mink

Faculty, Staff and Students Publications

Background: Pediatric critical care medicine (PCCM) fellowship structures vary widely among programs and have not been examined since 2006. The development of scholarly knowledge and skills is an important part of fellowship training. However, the optimal PCCM fellowship structure to enable fellows' scholarly productivity is unknown. Objective: We examined PCCM fellowship time structure and resources to better understand their association with scholarly productivity.

Methods: This is a secondary analysis of cross-sectional survey data from PCCM fellowship program directors. We defined highly productive programs as those in which greater than 75% of fellows published papers from their scholarly projects in the …

Prognostic Significance Of Micropapillary Pattern And Risk Factors In Patients With Resected Stage I Lung Adenocarcinoma And Possible Benefit Of Adjuvant Therapy: A Real-World Multicenter Study, Jianjie Li, Yujia Chi, Bo Jia, Qiwen Zheng, Minghan Yuan, Jianjun Zhang, Aishen Zhou, Wei Sun, Yue Yang, Jun Zhao, Tongtong An, Yuyan Wang, Minglei Zhuo, Xue Yang, Hanxiao Chen, Jingjing Wang, Xiaoyu Zhai, Yidi Tai, Yuling He, Lingdong Kong, Xumeng Ji, Yiliang Liu, Nan Wu, Ken Onodera, Paul Van Schil, Mathew Thomas, Fan Yang, Ziping Wang

Faculty, Staff and Student Publications

Background: Micropapillary (MP) pattern has been identified as a negative prognostic factor in patients with lung adenocarcinoma, but it has not been recognized as a high-risk factor for patients with stage IB lung adenocarcinoma treated with adjuvant chemotherapy. This multicenter cohort study aimed to evaluate the prognostic value of histological subtypes for stage I lung adenocarcinoma and to determine the relative survival benefit of adjuvant chemotherapy for subgroups based on MP pattern.

Methods: This retrospective study included 412 patients with stage I lung adenocarcinoma [according the eighth edition of the tumor-node-metastasis (TNM) classification] with MP pattern who underwent complete surgical …

Long-Term Testosterone Pellet Insertion In Women With Low Libido Shows No Evidence Of Erythrocytosis And A Minimal Side Effect Profile, Beatriz S Hernandez, Gal Saffati, Katherine A Lowrey, Amit Reddy, Bridget S Park, Jeffrey J Song, Gabrielle Lyon, Mohit Khera

Faculty, Staff and Students Publications

Background: Testosterone therapy for low libido in women has become increasingly prevalent in recent years. While numerous testosterone formulations exist and have been studied in women, there has been little data assessing the safety and efficacy of subcutaneous testosterone pellet use in this population. The primary objective of this study is to understand the biochemical effects and side effect profile of female patients who underwent testosterone pellet insertion in a clinical practice.

Methods: A retrospective chart review of female patients who underwent testosterone pellet insertion from 2009 to 2022 was undertaken. Women taking 75 and 100 mg testosterone pellets were …

Integrating Circulating Tumor Dna Into Clinical Management Of Colorectal Cancer: Practical Implications And Therapeutic Challenges, Nikhil Vojjala, Viktoriya Gibatova, Raj N Shah, Sakshi Singal, Rishab Prabhu, Geetha Krishnamoorthy, Karen Riggins, Nagaishwarya Moka

Faculty, Staff and Students Publications

The American Cancer Society estimates that over 152,000 new cases of colorectal cancer (CRC) were diagnosed in 2024, with more than 105,000 cases affecting the colon and 46,000 involving the rectum. CRC remains the second leading cause of cancer-related deaths in the United States, with an estimated 53,010 deaths in 2024. In the era of precision medicine, which incorporates molecular and environmental information into clinical decision-making, identifying patients harboring a deficiency in Deoxyribonucleic acid (DNA) repair allowed for targeted immunotherapies and significantly reduced CRC-related mortality. A significant advancement in this domain is the application of liquid biopsy, which has emerged …

Systematic Review Of Parkinsonism In Cerebrotendinous Xanthomatosis, Jennifer Hanson, Penelope E Bonnen

Faculty, Staff and Students Publications

Background: Cerebrotendinous Xanthomatosis (CTX) is a rare, inherited metabolic disease caused by pathogenic variants in CYP27A1. The clinical presentation of this progressive disease includes cognitive deficits, ataxia, peripheral neuropathy, and pyramidal signs, as well as bilateral cataracts and tendon xanthomas. In some cases, CTX also includes parkinsonism. The goals of this study are to develop a data source that provides improved characterization and awareness of parkinsonism in CTX.

Methods: We conducted a systematic review of the literature according to PRISMA guidelines to identify all published individuals diagnosed with CTX and parkinsonism. Clinical signs, imaging findings and treatment response to …

Treatment With Allogenic Mesenchymal Stromal Cells For Moderate To Severe Acute Respiratory Distress Syndrome: A Double-Blind, Placebo-Controlled, Multi-Center, Phase 2b Clinical Trial (Stat), Michael A Matthay, Hanjing Zhou, Aartik Sarma, Narges Alipanah-Lechner, Carolyn Hendrickson, Lucy Z Kornblith, Martin Schreiber, David Zonies, Akram Khan, Bryce Robinson, Nicholas J Johnson, Lorraine B Ware, Oscar Guillamondegui, Jonathan Casey, Laura Moore, Bela Patel, Lillian Kao, Charles E Wade, Erin Fox, Charles Cox, Farrakh Khawanja, Robier Aguillon Prada, Sami Hossri, Rachael Callcut, Timothy Albertson, Kevin L Delucchi, Melanie Mcmillan, Charles R Langelier, Shibani Pati, David H Mckenna, Carolyn Leroux, Carolyn S Calfee, Kathleen D Liu

Faculty, Staff and Student Publications

Background: Prior clinical trials established the safety, but not the efficacy of bone marrow-derived mesenchymal stromal cells (MSCs) in the acute respiratory distress syndrome (ARDS).

Methods: We conducted a prospective, double-blind, multi-center randomized phase 2b clinical trial of one dose of intravenous MSCs (10 x 106/kg predicted body weight) versus placebo in 120 ventilated patients with ARDS (PaO2/FiO2 < 250 mmHg). The primary endpoint was change in oxygenation index (OI) over 36 hours from baseline.

Findings: Enrollment began in January 2020. Due to the Coronavirus 2019 (COVID-19) pandemic, the majority of subjects (101/120, 84%) developed ARDS from COVID-19. There were no significant baseline differences in severity of illness between patients treated with MSCs and those who received …

A Phase I Trial Of Evorpacept, Lenalidomide And Rituximab For Patients With B-Cell Non-Hodgkin Lymphoma, Paolo Strati, Lei Feng, Andrey Tyshevich, Darya Shavronskaya, Julia Alesse, Noel English, Elizabeth Sheehan, Nikita Syzrantsev, Alexander Nesmelov, Tony Z Zhuang, Dai Chihara, Jason R Westin, Sairah Ahmed, Luis E Fayad, Jared Henderson, Kylie Dent, Elizabeth Mcchesney, Sattva S Neelapu, Christopher R Flowers

Faculty, Staff and Student Publications

Introduction: SIRPα+ macrophages can mediate resistance to lenalidomide and rituximab (R2) in patients with B-cell non-Hodgkin lymphoma (B-NHL). Evorpacept (ALX148) is a novel CD47 blocker that abrogates interactions between lymphoma cells and SIRPα+ macrophages.

Methods: Adult patients with B-NHL who had received at least 2 prior lines of systemic therapy were included in this single arm phase I study (NCT05025800). Evorpacept was administered intravenously (IV), in a 28-day cycle, until progression, at two dose levels (DL): 30 mg/Kg on day (D) 1 and D15 (DL1), or 60 mg/Kg on day 1 (DL2); rituximab 375 mg/m2 IV was given …

Cell Type-Specific Purifying Selection Of Synonymous Mitochondrial Dna Variation, Caleb A Lareau, Patrick Maschmeyer, Yajie Yin, Jacob C Gutierrez, Ryan S Dhindsa, Anne-Sophie Gribling-Burrer, Sebastian Zielinski, Yu-Hsin Hsieh, Lena Nitsch, Veronika Dimitrova, Benan Nalbant, Frank A Buquicchio, Tsion Abay, Robert R Stickels, Jacob C Ulirsch, Patrick Yan, Fangyi Wang, Zhuang Miao, Katalin Sandor, Bence Daniel, Vincent Liu, Paul L Mendez, Petra Knaus, Manpreet Meyer, William J Greenleaf, Anshul Kundaje, Redmond P Smyth, Mathias Munschauer, Leif S Ludwig, Ansuman T Satpathy

Duncan NRI Faculty and Staff Publications

While somatic variants are well-characterized drivers of tumor evolution, their influence on cellular fitness in nonmalignant contexts remains understudied. We identified a mosaic synonymous variant (m.7076A > G) in the mitochondrial DNA (mtDNA)-encoded cytochrome c-oxidase subunit 1 (MT-CO1, p.Gly391=), present at homoplasmy in 47% of immune cells from a healthy donor. Single-cell multiomics revealed strong, lineage-specific selection against the m.7076G allele in CD8+ effector memory T cells, but not other T cell subsets, mirroring patterns of purifying selection of pathogenic mtDNA alleles. The limited anticodon diversity of mitochondrial tRNAs forces m.7076G translation to rely on wobble pairing, unlike the Watson-Crick-Franklin pairing …

Lessons In Longevity From Blood Stem Cells Under Protein Stress, André Catic

Center on Aging Staff Publications

Blood stem cells are among the body's longest-living cells despite being highly vulnerable to proteotoxic damage, which accelerates their aging. To maintain protein homeostasis (proteostasis), hematopoietic stem cells (HSCs) employ mechanisms such as reduced translation rates, high chaperone activity, autophagy, and selective protein degradation. These strategies mitigate protein misfolding, maintain quiescence, and preserve regenerative potential. Disruptions in proteostasis can lead to the elimination of impaired HSCs through differentiation or apoptosis, ensuring the integrity of the stem cell pool. Due to the systemic impact of the blood on aging and its experimental and clinical accessibility, investigating HSC proteostasis provides insights into …

Xpert Mtb/Rif Ultra Assay For Pulmonary Tuberculosis And Rifampicin Resistance In Adults And Adolescents, David J Horne, Jerry S Zifodya, Adrienne E Shapiro, Elizabeth Chandler Church, Jonah S Kreniske, Alexander W Kay, Katie Scandrett, Karen R Steingart, Yemisi Takwoingi

Faculty, Staff and Students Publications

Background: Xpert MTB/RIF Ultra (Xpert Ultra) is a molecular World Health Organization (WHO)-recommended rapid diagnostic test that simultaneously detects tuberculosis and rifampicin resistance. This review updates a comparative accuracy Cochrane review of Xpert MTB/RIF and Xpert Ultra as Xpert Ultra has replaced Xpert MTB/RIF.

Objectives: To determine the diagnostic accuracy of Xpert MTB/RIF Ultra (Xpert Ultra) for detecting pulmonary tuberculosis and rifampicin resistance in adults and adolescents with presumptive tuberculosis based on signs or symptoms or with an abnormal chest x-ray suggestive of tuberculosis.

Search methods: We searched seven databases including CENTRAL, MEDLINE, and Embase, plus two trial registers (ClinicalTrials.gov …

Structural Variants: Mechanisms, Mapping, And Interpretation In Human Genetics, Shruti Pande, Moez Dawood, Christopher M Grochowski

Faculty, Staff and Students Publications

Structural variations (SVs) represent genomic variations that involve breakage and rejoining of DNA segments. SVs can alter normal gene dosage, lead to rearrangements of genes and regulatory elements within a topologically associated domain, and potentially contribute to physical traits, genomic disorders, or complex traits. Recent advances in sequencing technologies and bioinformatics have greatly improved SV detection and interpretation at unprecedented resolution and scale. Despite these advances, the functional impact of SVs, the underlying SV mechanism(s) contributing to complex traits, and the technical challenges associated with SV detection and annotation remain active areas of research. This review aims to provide an …

Phosphoglycerate Mutase Regulates Treg Differentiation Through Control Of Serine Synthesis And One-Carbon Metabolism, Wesley H Godfrey, Judy J Lee, Shruthi Shanmukha, Kaho Cho, Xiaojing Deng, Chandra Shekar R Ambati, Vasanta Putluri, Abu Hena Mostafa Kamal, Paul M Kim, Nagireddy Putluri, Michael D Kornberg

Faculty, Staff and Students Publications

The differentiation and suppressive functions of regulatory CD4 T cells (Tregs) are supported by a broad array of metabolic changes, providing potential therapeutic targets for immune modulation. In this study, we focused on the regulatory role of glycolytic enzymes in Tregs and identified phosphoglycerate mutase (PGAM) as being differentially overexpressed in Tregs and associated with a highly suppressive phenotype. Pharmacologic or genetic inhibition of PGAM reduced Treg differentiation and suppressive function while reciprocally inducing markers of a pro-inflammatory, T helper 17 (Th17)-like state. The regulatory role of PGAM was dependent on the contribution of 3-phosphoglycerate (3 PG), the PGAM substrate, …

A Novel Microdosimetry-Based Formalism For Cell Survival Modelling Applicable To Hypofractionated Radiotherapy, Oleg N Vassiliev, Radhe Mohan

Faculty, Staff and Student Publications

Objectives

Hypofractionated radiotherapy requires reliable cell survival models for doses much higher than the standard 2 Gy, for which the linear-quadratic (LQ) model is not applicable. We developed an alternative approach applicable to both low doses and high doses used in hypofractionated treatments and radiobiological experiments.

Approach.

We combined a standard microdosimetric technique with a recently introduced non-LQ cell survival model. Our formulation accounts for cell damage by multi-track events involving any number of particles. This is necessary for modelling cell survival at therapeutic doses. We characterise each cell type by the size �� of the sensitive volume (SV) and …

Specialization Of Sesquiterpene Lactone Metabolites In Liriodendron Plant Defense, Shiwei Chen, Sarah Al Kinani, Oli Horyn, Colin Galliano, Era Srivastava, David C Rowley, Kathryn M Ramsey, Divita Mathur, Matthew J Bertin

Faculty, Staff and Students Publications

Tulip trees (Liriodendron tulipifera and Liriodendron chinense), members of the Magnolia family, are known for their distinctive morphology and ecological significance, but their chemical diversity remains understudied. In this study, we report the identification and characterization of an array of sesquiterpene lactones (SQLs) produced by L. tulipifera. Through comprehensive chemical analysis, including high-resolution mass spectrometry and nuclear magnetic resonance spectroscopy, we identified a series of STLs with distinct bioactivity profiles. Notably, one of these compounds exhibited antibacterial activity but was only present in L. tulipifera, being absent in L. chinense. Additionally, some STLs demonstrated significant …

Assessment Of Dnase Activity By Ratiometric Fluorescence Resonance Energy Transfer, Candace L Minchew, Vladimir V Didenko

Faculty, Staff and Students Publications

The present protocol describes a simple and sensitive ratiometric Förster resonance energy transfer (FRET) assay for the detection and quantitative assessment of DNase activity. Ratiometric FRET measurements make use of the ratio of donor and acceptor emission signals. The assay detects single-stranded DNA breaks using a staple-shaped, dual-tagged 38-mer FRET oligoprobe, employed as a real-time DNA cleavage sensor. The main application of the described approach is the quantitative assessment of the effects of reaction conditions, such as pH, temperature, and buffer composition, on DNase activity. Due to its ability to detect even minor and slow DNA cleavage, the assay is …

Adhd In Youth With Major Depressive Disorder In The Texas Youth Depression And Suicide Research Network (Tx-Ydsrn): Clinical Correlates And Moderators, Blake M Upshaw, Samuel D Spencer, Caitlin M Pinciotti, Vadym Zhyrov, Abu Minhajuddin, Ace A Castillo, Allyssa Abacan, Holli Slater, Rachel A Walker, Joseph C Blader, Sarah L Martin, Jeffrey D Shahidullah, Jair C Soares, Robert Andrew Harper, Madelyn Guerra, Lynnel C Goodman, Wayne K Goodman, Sarah M Wakefield, Madhukar H Trivedi, Eric A Storch

Faculty, Staff and Student Publications

Objective: Depression is a major public health concern with a 19% lifetime prevalence in youth, often precipitating other concerns, including suicidal behavior, poor school performance, and worsened peer relationships. ADHD is also common among youth and frequently presents alongside major depressive disorder (MDD), with this comorbidity associated with increased impairment. More research is needed to elucidate the clinical characteristics of this comorbidity (MDD + ADHD), especially as it relates to youth with MDD and no ADHD (MDD - ADHD). The present study examined the clinical correlates of MDD + ADHD in youth and the presence of an ADHD diagnosis as …

Adaptive Bayesian Clinical Trials: The Past, Present, And Future Of Clinical Research, Donald A Berry

Faculty, Staff and Student Publications

Background/Objectives: Decision-analytic Bayesian approaches are ideally suited for designing clinical trials. They have been used increasingly over the last 30 years in developing medical devices and drugs. A prototype trial is a bandit problem in which treating participants is as important as treating patients in clinical practice after the trial.

Methods: This article chronicles the use of the Bayesian approach in clinical trials motivated by bandit problems. It provides a comprehensive historical and practical review of Bayesian adaptive trials, with a focus on bandit-inspired designs.

Results: The 20th century saw advances in Bayesian methodology involving computer simulation. In the …

Cancer Screening Uptake And Usual Source Of Care Among Hispanic Survivors Of Adolescent And Young Adult Cancer, Eunju Choi, Amy M Berkman, Clark R Andersen, John M Salsman, Andrea C Betts, Joel Milam, Kimberly A Miller, Susan K Peterson, Qian Lu, Christabel K Cheung, Lauren V Ghazal, J A Livingston, Michelle A T Hildebrandt, Susan K Parsons, David R Freyer, Michael E Roth

Faculty, Staff and Student Publications

Purpose: This study examines cancer screening rates and the usual source of care among Hispanic survivors of adolescent and young adult (AYA, aged 15-39) cancer, a group at increased risk for poor health outcomes, including secondary cancers.

Methods: National Health Interview Survey data were analyzed to identify Hispanic survivors of AYA cancer and Hispanic age- and sex-matched non-cancer controls. Breast, cervical, and colorectal screening (ever screened and up-to-date according to the U.S. Preventive Services Task Force recommendations) as well as reporting a usual source of care were compared among survivors and controls eligible for screening using multivariable logistic regressions.

Results: …

Machine-Learning Driven Strategies For Adapting Immunotherapy In Metastatic Nsclc, Maliazurina B Saad, Qasem Al-Tashi, Lingzhi Hong, Vivek Verma, Wentao Li, Daniel Boiarsky, Shenduo Li, Milena Petranovic, Carol C Wu, Brett W Carter, Girish S Shroff, Tina Cascone, Xiuning Le, Yasir Y Elamin, Mehmet Altan, Simon Heeke, Ajay Sheshadri, Joe Y Chang, Percy P Lee, Zhongxing Liao, Don L Gibbons, Ara A Vaporciyan, J Jack Lee, Ignacio I Wistuba, Cara Haymaker, Seyedali Mirjalili, David Jaffray, Justin F Gainor, Yanyan Lou, Alessandro Di Federico, Federica Pecci, Mark Awad, Biagio Ricciuti, John V Heymach, Natalie I Vokes, Jianjun Zhang, Jia Wu

Faculty, Staff and Student Publications

Immune checkpoint inhibitors (ICIs), either as monotherapy (ICI-Mono) or combined with chemotherapy (ICI-Chemo), improves survival in advanced non-small cell lung cancer (NSCLC). However, prospective guidance for choosing between these options remains limited, and single-feature biomarkers like PD-L1 prove inadequate. We develop a machine learning model using clinicogenomic data from four cohorts (MD Anderson n = 750; Mayo Clinic n = 80; Dana-Farber n = 1077; Stand Up To Cancer n = 393) to predict individual benefit from adding chemotherapy. Benefit scores are calculated using five distinct functions derived from 28 genomic and 6 clinical features. Our integrated model, A-STEP (Attention-based …

Anxious Traits Intensify The Impact Of Depressive Symptoms On Stigma In People Living With Hiv, Alexia Koukopoulos, Antonio Maria D'Onofrio, Alessio Simonetti, Delfina Janiri, Flavio Cherubini, Paolo Vassalini, Letizia Santinelli, Gabriella D'Ettorre, Gabriele Sani, Giovanni Camardese

Faculty, Staff and Students Publications

Background/Objectives: Despite medical advances, stigma remains a major challenge for people living with HIV (PLWH). This study examined clinical, sociodemographic, and psychological predictors of HIV-related stigma, and explored whether affective temperament moderates the impact of depression on stigma.

Methods: This cross-sectional observational study included 97 PLWH attending a tertiary infectious disease unit in Rome, Italy. Participants completed a battery of validated psychometric instruments assessing depressive symptoms, anxiety, manic symptoms, mixed affective states, general psychopathology, impulsivity, and affective temperament. HIV-related stigma was evaluated using the Berger HIV Stigma Scale, which measures personalized stigma, disclosure concerns, negative self-image, and concerns …

A Multi-Modal Pelvic Mri Dataset For Deep Learning-Based Pelvic Organ Segmentation In Endometriosis, Xiaomin Liang, Linda A Alpuing Radilla, Kamand Khalaj, Haaniya Dawoodally, Chinmay Mokashi, Xiaoming Guan, Kirk E Roberts, Sunil A Sheth, Varaha S Tammisetti, Luca Giancardo

Faculty, Staff and Students Publications

Endometriosis affects approximately 190 million females of reproductive age worldwide. Magnetic Resonance Imaging (MRI) has been recommended as the primary non-invasive diagnostic method for endometriosis. This study presents new female pelvic MRI multicenter datasets for endometriosis and shows the baseline segmentation performance of two auto-segmentation pipelines: the self-configuring nnU-Net and RAovSeg, a custom network. The multi-sequence endometriosis MRI scans from two clinical institutions were collected. A multicenter dataset of 51 subjects with manual labels for multiple pelvic structures from three raters was used to assess interrater agreement. A second single-center dataset of 81 subjects with labels for multiple pelvic structures …

Survival-Inferred Fragility Of Statistical Significance In Phase Iii Oncology Trials, Alexander D Sherry, Yufei Liu, Pavlos Msaouel, Timothy A Lin, Alex Koong, Christine Lin, Joseph Abi Jaoude, Roshal R Patel, Ramez Kouzy, Molly B El-Alam, Avital M Miller, Mohannad Owiwi, Jonathan Ofer, David Bomze, Zachary R Mccaw, Tomer Meirson, Ethan B Ludmir

Faculty, Staff and Student Publications

In phase III oncology trials, superiority is defined by statistical significance using P thresholds. However, this approach has been criticized because P is continuous. Here, we reconstruct patient-level data for 230 phase III oncology trials to model the robustness of statistical significance by estimating the survival-inferred fragility index (SIFI), defined as the smallest number of patients changing arms that alters the statistical significance interpretation. The median SIFI was 8 patients (IQR 4-19), representing 1.4% of enrollments (IQR 0.7%-3%). As a continuous statistic, P-but not the significance interpretation-was correlated with SIFI. Moreover, overall survival endpoints were more fragile than surrogate endpoints. …

Minimal Ablative Margin Quantification Using Hepatic Arterial Versus Portal Venous Phase Ct For Colorectal Metastases Segmentation: A Dual-Center, Retrospective Analysis, Noreen S Siddiqi, Yuan-Mao Lin, Jessica Albuquerque Marques Silva, Gregor Laimer, Peter Schullian, Yannick Scharll, Alexandra M Dunker, Caleb S O'Connor, Kyle A Jones, Kristy K Brock, Reto Bale, Bruno C Odisio, Iwan Paolucci

Faculty, Staff and Student Publications

Objective: To compare the predictive value of minimal ablative margin (MAM) quantification using tumor segmentation on intraprocedural contrast-enhanced hepatic arterial (HAP) versus portal venous phase (PVP) CT on local outcomes following percutaneous thermal ablation of colorectal liver metastases (CRLM).

Methods: This dual-center retrospective study included patients undergoing thermal ablation of CRLM with intraprocedural preablation and postablation contrast-enhanced CT imaging between 2009 and 2021. Tumors were segmented in both HAP and PVP CT phases using an artificial intelligence-based auto-segmentation model and reviewed by a trained radiologist. The MAM was quantified using a biomechanical deformable image registration process. The area under the …

Feasibility Of Manufacturing And Antitumor Activity Of Til For Advanced Endometrial Cancers, Yongliang Zhang, Kathleen N Moore, Amir A Jazaeri, Judy Fang, Ilabahen Patel, Andrew Yuhas, Patrick Innamarato, Nathan Gilbert, Joseph W Dean, Behzad Damirchi, Joe Yglesias, Rongsu Qi, Michelle R Simpson-Abelson, Erwin Cammaart, Sean R R Hall, Hequn Yin

Faculty, Staff and Student Publications

Lifileucel, a tumor-infiltrating lymphocyte (TIL) cell therapy approved for advanced melanoma, demonstrates promise for treating other solid tumors, including endometrial cancer (EC). The current study evaluates the feasibility of manufacturing TILs from EC tumors using Iovance’s proprietary 22-day Gen2 manufacturing process. Key parameters, including TIL yield, viability, immune phenotype, T-cell receptor clonality, and cytotoxic activity, were assessed. Of the 11 EC tumor samples processed at research scale, 10 (91%) successfully generated >1 × 109 viable TIL cells, with a median yield of 1.1 × 1010 cells and a median viability of 82.8%. Of the four EC tumor samples processed at …

Optimizing Tobacco-Free Workplace Programs: Applying Rapid Qualitative Analysis To Adapt Interventions For Texas Healthcare Centers Serving Rural And Medically Underserved Patients, Hannah Wani, Maggie Britton, Tzuan A Chen, Ammar D Siddiqi, Asfand B Moosa, Teresa Williams, Kathleen Casey, Lorraine R Reitzel, Isabel Martinez Leal

Faculty, Staff and Student Publications

Background: Tobacco use is disproportionately high in rural areas, contributing to elevated cancer mortality, yet it often goes untreated due to limited access to care, high poverty and uninsured rates, and co-occurring substance use disorders (SUDs). This study explored the utility of using rapid qualitative analysis (RQA) to guide the adaptation of a tobacco-free workplace program (TFWP) in Texas healthcare centers serving adults with SUDs in medically underserved areas.

Methods: From September-December 2023 and May-July 2024, we conducted 11 pre-implementation, virtual semi-structured group interviews focused on adapting the TFWP to local contexts (N = 69); 7 with providers (n …

Improving Door-In-Door-Out Times For Stemi Transfer Patients: Impact Of A Protocolized Autolaunch Process, Hashim Zaidi, Waleed Kayani, Eric Power, Hei Kit Chan, Sini Eapen, Benjamin Karfunkle

Faculty, Staff and Students Publications

Background: The timely transfer of patients with ST-segment elevation myocardial infarction (STEMI) to percutaneous coronary intervention-capable centers is critical for improving outcomes. Although the American Heart Association recommends a door-in-door-out (DIDO) time of ≤30 minutes, national compliance remains low.

Project rationale: At Harris Health, no patients with STEMI met this benchmark before 2022. We implemented a quality improvement (QI) initiative, including an "Autolaunch" process, to expedite STEMI transfers.

Project summary: During 2022-2023, we introduced QI initiatives, including the Autolaunch protocol, for patients with unequivocal STEMI. This process included rapid emergency medical services activation, direct catheterization laboratory transfer, and prearrival cardiologist …